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scripts_new.txt
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#chair_final train from scratch
python main.py --text prompts/chair.txt --iters 100000 -O --ckpt scratch --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name chair_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0 --curricullum
#chair_final train from checkpoint
python main.py --text prompts/chair.txt --iters 100000 -O --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name chair_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0 --curricullum
#pot_final train from scratch
python main.py --text prompts/pot.txt --iters 100000 -O --ckpt scratch --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name pot_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#pot_final train from checkpoint
python main.py --text prompts/pot.txt --iters 100000 -O --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name pot_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#toaster_final train from scratch
python main.py --text prompts/toaster.txt --iters 100000 -O --ckpt scratch --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name toaster_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#toaster_final train from checkpoint
python main.py --text prompts/toaster.txt --iters 100000 -O --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name toaster_r1_a --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#bench_final train from scratch
python main.py --text prompts/bench.txt --iters 100000 -O --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name bench_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#bench_final train from checkpoint
python main.py --text prompts/bench.txt --iters 100000 -O --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name bench_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#stool final from scratch
python main.py --text prompts/stool.txt --iters 100000 -O --ckpt scratch --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name stool_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#stool final from checkpoint
python main.py --text prompts/stool.txt --iters 100000 -O --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name stool_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#bowl final from scratch
python main.py --text prompts/bowl.txt --iters 100000 -O --ckpt scratch --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name bowl_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#bowl final from checkpoint
python main.py --text prompts/bowl.txt --iters 100000 -O --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name bowl_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#vase final from scratch
python main.py --text prompts/vase.txt --iters 100000 -O --ckpt scratch --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name vase_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#vase final from checkpoint
python main.py --text prompts/vase.txt --iters 100000 -O --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name vase_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#skateboard_final from scratch
python main.py --text prompts/skateboard.txt --iters 100000 -O --ckpt scratch --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name skateboard_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#skateboard_final from checkpoint
python main.py --text prompts/skateboard.txt --iters 100000 -O --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name skateboard_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#knife_final fromm scratch
python main.py --text prompts/knife.txt --iters 100000 -O --ckpt scratch --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name knife_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#knife_final fromm checkpoint
python main.py --text prompts/knife.txt --iters 100000 -O --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name knife_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#plate scratch
python main.py --text prompts/plate.txt --iters 100000 -O --ckpt scratch --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name plate_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#plate checkpoint
python main.py --text prompts/plate.txt --iters 100000 -O --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name plate_teacher --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 10 --arch detach_dynamic_hyper_transformer --meta_batch_size 3 --train_list 0 1 2 3 4 --test_list 0
#training the student from checkpoint
python main.py --text prompts/all_train_obj.txt --iters 100000 --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name all_student --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 50 --arch detach_dynamic_hyper_transformer --meta_batch_size 2 --load_teachers teacher_list.txt --lambda_stable_diff 0 --dist_image_loss --not_diff_loss --teacher_size 5 --test_list 0 --train_list 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49
#training the student from checkpoint
python main.py --text prompts/test_final.txt --iters 100000 --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name all_student --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 50 --arch detach_dynamic_hyper_transformer --meta_batch_size 2 --load_teachers teacher_list.txt --lambda_stable_diff 0 --dist_image_loss --not_diff_loss --teacher_size 5 --test_list 0 --train_list 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49
#evaluate the student
python main_eval.py --text prompts/test_final.txt --iters 100000 --ckpt latest --project_name 10_pack -O --workspace hamburger_yarn --num_layers 6 --hidden_dim 64 --lr 0.0001 --WN None --init ortho --exp_name all_student --skip --albedo_iters 6000000 --conditioning_model bert --eval_interval 1 --arch detach_dynamic_hyper_transformer --meta_batch_size 2 --load_teachers teacher_list.txt --lambda_stable_diff 0 --dist_image_loss --not_diff_loss --teacher_size 5 --train_list 0 --test_list 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49